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Vector-Item Pattern Mining Algorithms and their Applications
(North Dakota State University, 2011)
Advances in storage technology have long been driving the need for new data mining techniques. Not only are typical data sets becoming larger, but the diversity of available attributes is increasing in many problem domains. ...
Mining Frequent Coherent Patterns from Weighted Graphs
(North Dakota State University, 2014)
Current research on network analysis; such as community detection, pattern mining and many other graph mining application mostly focus on large social or biological networks. Such experiments may find interesting patterns ...
Mining Connected Frequent Boolean Expressions
(North Dakota State University, 2017)
In this paper, we are finding Connected Frequent Boolean Expressions from cancer dataset [14] and protein protein interaction network [14] to discover group of dysregulated genes. Frequent Itemset Mining is a process of ...
DOM Structure Based Web Pattern Mining
(North Dakota State University, 2011)
A rapid expansion in the Web has motivated several studies to understand and
recognize the implementation structure underlying the interface. Though the presentation
of the Web pages looks different, those Web pages may ...